On graphs satisfying the doubling property and the Poincaré inequality, we prove that the space $H_{max}^1$ is equal to $H_{at}^1$, and therefore that its dual is BMO. We also prove the atomic decomposition for $H_{max}^p$ for p ≤ 1 close enough to 1.